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Record W3093741916 · doi:10.1101/2020.10.21.347807

Plant Scaffolds Support Motor Recovery and Regeneration in Rats after Traumatic Spinal Cord Injury

2020· preprint· en· W3093741916 on OpenAlexafffund
Daniel J. Modulevsky, Charles M. Cuerrier, Maxime Leblanc-Latour, Ryan J. Hickey, Ras-Jeevan K. Obhi, Isabel Shore, Ahmad Galuta, Krystal L. A. Walker, Eve C. Tsai, Andrew E. Pelling

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2020
Typepreprint
Languageen
FieldMedicine
TopicTissue Engineering and Regenerative Medicine
Canadian institutionsOttawa HospitalThe Arctic Eider SocietyUniversity of Ottawa
FundersUniversity of OttawaLi Ka Shing Foundation
KeywordsSpinal cord injuryDecellularizationSpinal cordRegeneration (biology)AstrocyteScaffoldMedicineBiomedical engineeringAnatomyNeuroscienceBiologyCentral nervous systemCell biologyInternal medicine

Abstract

fetched live from OpenAlex

ABSTRACT As of yet, no standard of care incorporates biomaterials to treat traumatic spinal cord injury (SCI). However, intense development of biomaterials for treating SCI has focused on fabricating microscale channels to support the regrowth of axons while minimizing scar formation. We previously demonstrated that plant tissues could be decellularized and processed to form sterile, biocompatible and implantable biomaterials that support cell infiltration and vascularization in vivo . Vascularized plant tissues contain continuous microscale channels with geometries relevant for supporting neural regeneration. We hypothesized that decellularized vascular bundles would support neural regeneration and motor recovery in SCI. Sprague Dawley rats received a complete T8-T9 spinal cord transection and were implanted with acellular plant-derived scaffolds and allowed to recover over 28 weeks. Animals that received the scaffolds alone, with no other therapeutic compounds, demonstrated a significant and stable partial improvement in motor function compared to control animals as early as week 4 post-injury. Hind-limb motor function did not deteriorate over the remaining 28 weeks. Histological analysis revealed minimal astrocyte scarring at the spinal cord - scaffold interface, aligned axonal projection through the scaffolds, populations of serotonergic neurons and Schwann cells, laminin and collagen deposition and the presence of blood vessels. Axonal reconnection via the scaffold was also confirmed by Fluro-gold retrograde tracing. Taken together, our work defines a novel route for building upon naturally occurring plant microarchitectures to support the repair of the spinal cord post-injury. Notably, these results were achieved without the use of growth factors, stem/progenitor cells, or any other interventions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.512
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.021
GPT teacher head0.251
Teacher spread0.230 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2020
Admission routes2
Has abstractyes

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